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Background. The rapid and growing popularity of machine learning (ML) applications has led to an increasing interest in MLOps, that is, the practice of continuous integration and deployment (CI/CD) of ML-enabled systems. Aims. Since changes…

Software Engineering · Computer Science 2022-09-26 Fabio Calefato , Filippo Lanubile , Luigi Quaranta

Background: Much research has been conducted to investigate the impact of Continuous Integration (CI) on the productivity and quality of open-source projects. Most of studies have analyzed the impact of adopting a CI server service (e.g,…

Software Engineering · Computer Science 2022-08-05 Jadson Santos , Daniel Alencar da Costa , Uirá Kulesza

GitHub Marketplace is expanding by approximately 41% annually, with new tools; however, many additions replicate existing functionality. We study this phenomenon in the platform's largest segment, Continuous Integration (CI), by linking…

Software Engineering · Computer Science 2025-08-01 Elmira Onagh , Maleknaz Nayebi

Continuous integration and delivery (CI/CD) are nowadays at the core of software development. Their benefits come at the cost of setting up and maintaining the CI/CD pipeline, which requires knowledge and skills often orthogonal to those…

Software Engineering · Computer Science 2023-09-07 Antonio Mastropaolo , Fiorella Zampetti , Gabriele Bavota , Massimiliano Di Penta

Continuous integration is a software engineering practice of frequently merging all developer working copies with a shared main branch, e.g., several times a day. With the advent of GitHub, a platform well known for its "social coding"…

Software Engineering · Computer Science 2015-12-08 Bogdan Vasilescu , Stef van Schuylenburg , Jules Wulms , Alexander Serebrenik , Mark G. J. van den Brand

Continuous Integration (CI) is a widely adopted practice for faster code change integration and testing. Developers often migrate between CI systems in pursuit of features like matrix building or better logging. However, this migration is…

Software Engineering · Computer Science 2024-07-04 Dhia Elhaq Rzig , Alaa Houerbi , Chungha Sung , Foyzul Hassan

Storing user-specific configuration files in a "dotfiles" repository is a common practice among software developers, with hundreds of thousands choosing to publicly host their repositories on GitHub. This practice not only provides…

Software Engineering · Computer Science 2025-01-31 Wenhan Zhu , Michael W. Godfrey

Large-scale software development has become a highly collaborative and geographically distributed endeavour, especially in open-source software development ecosystems and their associated developer communities. It has given rise to modern…

Software Engineering · Computer Science 2023-05-18 Mairieli Wessel , Tom Mens , Alexandre Decan , Pooya Rostami Mazrae

Quantum computing is rapidly advancing, but quantum software development faces significant challenges, including a steep learning curve, high hardware error rates, and a lack of mature engineering practices. This study conducts a…

Software Engineering · Computer Science 2025-10-02 Krishna Upadhyay , Vinaik Chhetri , A. B. Siddique , Umar Farooq

Automated tools are frequently used in social coding repositories to perform repetitive activities that are part of the distributed software development process. Recently, GitHub introduced GitHub Actions, a feature providing automated…

Software Engineering · Computer Science 2024-01-24 Timothy Kinsman , Mairieli Wessel , Marco A. Gerosa , Christoph Treude

The constant demand for new features and bug fixes are forcing software projects to shorten cycles and deliver updates ever faster, while sustaining software quality. The availability of inexpensive, virtualized, cloud-computing has helped…

Software Engineering · Computer Science 2016-06-03 Yue Yu , Bogdan Vasilescu , Huaimin Wang , Vladimir Filkov , Premkumar Devanbu

Latency and cost of Internet-based services are encouraging the use of application-level caching to continue satisfying users' demands, and improve the scalability and availability of origin servers. Despite its popularity, this level of…

Software Engineering · Computer Science 2020-11-03 Jhonny Mertz , Ingrid Nunes

Mobile apps face strong pressure for fast and reliable updates. Continuous Integration (CI) helps automate builds, tests, and releases, but its impact on mobile development remains underexplored. Despite the widespread use of CI, little is…

Software Engineering · Computer Science 2026-02-03 Xiaoxin Zhou , Taher A. Ghaleb , Safwat Hassan

Third-party library reuse has become common practice in contemporary software development, as it includes several benefits for developers. Library dependencies are constantly evolving, with newly added features and patches that fix bugs in…

Software Engineering · Computer Science 2017-09-15 Raula Gaikovina Kula , Daniel M. German , Ali Ouni , Takashi Ishio , Katsuro Inoue

Teaching programming using Massive Open Online Courses (MOOCs) is gaining popularity due to their scalability and efficiency of knowledge distribution. However, participating in these courses usually means fully committing to the supplied…

Software Engineering · Computer Science 2018-09-05 Christoph Matthies , Arian Treffer , Matthias Uflacker

GitHub is the largest code hosting platform, with millions of repositories spanning multiple technologies. Despite this, little is known about the actual contents of GitHub's repositories in the wild. This paper presents an initial…

Software Engineering · Computer Science 2026-05-19 Andre Hora , João Eduardo Montandon , Diego Elias Costa

Continuous Integration (CI) is widely used to provide rapid feedback on code changes; however, CI build outcomes are not always reliable. Builds may fail intermittently due to non-deterministic factors, leading to flaky builds that…

Software Engineering · Computer Science 2026-02-03 Wenhao Ge , Chen Zhang

Continuous Integration and Deployment (CI/CD) workflows are central to modern software delivery, yet the reliability of agentic AI bots operating within these workflows remain underexplored. Using pull requests (PRs), commits, and…

Software Engineering · Computer Science 2026-04-21 Syed Muhammad Ashhar Shah , Sehrish Habib , Muizz Hussain , Maryam Abdul Ghafoor , Abdul Ali Bangash

GitHub Actions (GA) is an orchestration platform that streamlines the automatic execution of software engineering tasks such as building, testing, and deployment. Although GA workflows are the primary means for automation, according to our…

Software Engineering · Computer Science 2024-09-05 Pablo Valenzuela-Toledo , Alexandre Bergel , Timo Kehrer , Oscar Nierstrasz

Travis CI handles automatically thousands of builds every day to, amongst other things, provide valuable feedback to thousands of open-source developers. In this paper, we investigate Travis CI to firstly understand who is using it, and…

Software Engineering · Computer Science 2019-12-09 Thomas Durieux , Rui Abreu , Martin Monperrus , Tegawendé F. Bissyandé , Luís Cruz